We now include plots of the empirical transformation distributions. As shown in Figure REF , the frequency with which transformations are sampled varies depending on the dataset, which is a desirable property. Similar to  [1]}, we observe a prevalence of geometric transformations, unlike [2]}. In SVHN color transformations are less frequent than in CIFAR datasets, and the frequency of geometric transformations increases, which is interesting due to the perceptual importance of shape in the digit recognition task.
